{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8e5ae08ffffc","filters":{"venue":"Democracy and Peace Institute Chosun University"}},"results":[{"id":"W7128435751","doi":"10.55082/jdp.2025.8.2.6.","title":"The Institutionalization and Outcome Structure of the Multicultural Society Expert System: A Comparative Study of Korea and Canada","year":2025,"lang":"","type":"article","venue":"Democracy and Peace Institute Chosun University","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Institutionalisation; Multiculturalism; Outcome (game theory); Work (physics); Qualitative research","authors":[{"name":"Sooyoung Jeong","is_ca":false},{"name":"Minsung Kim","is_ca":false},{"name":"Youngsook Kang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02584686189277982,"gpt":0.2889799777880815,"spread":0.2631331158953018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001725833,0.0002992409,0.0004670481,0.002655208,0.0124696,0.003890402,0.001249233,0.0007061936,0.002394204],"category_scores_gemma":[0.004102985,0.0002507099,0.0002776696,0.004085357,0.003982699,0.001502441,0.003516096,0.0009529124,0.0001374367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05844048,"about_ca_system_score_gemma":0.0760112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9710591,"about_ca_topic_score_gemma":0.9923489,"domain_scores_codex":[0.9976403,0.0003325552,0.00006819917,0.0002338973,0.0004977332,0.001227477],"domain_scores_gemma":[0.9966467,0.000577978,0.0003603766,0.0001325545,0.001267625,0.001014801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003691363,0.0003954789,0.4102207,0.0003096569,0.00007578039,0.004665339,0.5042804,0.0004802327,0.002509962,0.02267794,0.00367514,0.05034026],"study_design_scores_gemma":[0.00001432877,0.00007080538,0.2426766,0.0001503195,0.0000356629,0.0005058991,0.7405313,0.0004069462,0.000435246,0.0004066343,0.01470538,0.00006085323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931538,0.0002123242,0.00008229395,0.0002256583,0.000005303089,0.00002682741,0.00006064238,0.000001981277,0.006231106],"genre_scores_gemma":[0.9982958,0.0002372912,0.0001132898,0.00009641069,9.422055e-7,0.00001029704,0.00006953917,0.000003602884,0.001172842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05844048,"threshold_uncertainty_score":0.4240174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412411237","doi":"10.55082/jdp.2025.8.1.2","title":"A Study on the Improvement of Laws and Systems for Resolving School Violence","year":2025,"lang":"en","type":"article","venue":"Democracy and Peace Institute Chosun University","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Law; Political science; School violence; Criminology; Mathematics education; Sociology; Psychology; Social psychology","authors":[{"name":"Byeong-gon Jeong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02495311631144054,"gpt":0.2813229200884371,"spread":0.2563698037769965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007092714,0.0002049023,0.0001822256,0.001798526,0.003302272,0.002988799,0.0008086925,0.00076028,0.003642552],"category_scores_gemma":[0.01823332,0.0003201334,0.0002784013,0.001912178,0.002659336,0.003631928,0.001973971,0.001726356,0.0002892687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004428098,"about_ca_system_score_gemma":0.01111502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157592,"about_ca_topic_score_gemma":0.01905435,"domain_scores_codex":[0.9943231,0.003362875,0.0004541807,0.0005608147,0.0007438117,0.0005551773],"domain_scores_gemma":[0.985819,0.005043586,0.004480749,0.001724691,0.002098237,0.0008338325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001720314,0.003316311,0.2899332,0.002195585,0.0001283055,0.000730357,0.2329537,0.001138146,0.004086275,0.08496351,0.006368771,0.374014],"study_design_scores_gemma":[0.0001090512,0.001445844,0.5334897,0.001414908,0.0001318923,0.0003215164,0.2953163,0.0008347323,0.004956726,0.005351544,0.1565491,0.00007864002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633015,0.001296083,0.002423792,0.003485104,0.00007021767,0.0004764726,0.00009929533,0.00004168302,0.02880579],"genre_scores_gemma":[0.9924557,0.0008868804,0.00275606,0.000593308,0.00001403716,0.000126345,0.00006260246,0.0000124615,0.003092566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157592,"threshold_uncertainty_score":0.03751034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}